// RUN โ€” FITS

Can the NVIDIA GeForce RTX 3080 10GB run Llama Nemotron Nano 8B?

Yes โ€” here's how fast and up to what context, with real measured numbers.

Llama Nemotron Nano 8B on the NVIDIA GeForce RTX 3080 10GB

QuantFits?Max contextSpeedBeyond context
FP16 no โ€” โ€” โ€”
Q8 no โ€” โ€” โ€”
Q4 yes 25k 123.8-147.6 t/s ~6.5-7.8 (slow)

Estimate (memory-bound). Beyond "max context" the KV cache spills to system RAM offload (depends on your system RAM) and speed drops to the "beyond" figure.

FAQ

Can the NVIDIA GeForce RTX 3080 10GB run Llama Nemotron Nano 8B?โ–ถ

Yes. At Q4 it generates ~123.8-147.6 tok/s and fits up to 25k context; beyond that it spills to system RAM offload (depends on your system RAM) and slows to ~6.5-7.8 tok/s.

How much context fits?โ–ถ

At Q4, up to about 25k tokens stay in fast memory; longer context spills to system RAM offload (depends on your system RAM) and throughput collapses.